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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction EMNLP 2018
Constrained Graph Variational Autoencoders for Molecule Design NIPS 2018
Anonymous Walk Embeddings ICML 2018
Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018
Dating Documents using Graph Convolution Networks ACL 2018
Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering NIPS 2018
Iterative Visual Reasoning Beyond Convolutions CVPR 2018
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR 2018
SParse: Koç University Graph-Based Parsing System for the CoNLL 2018 Shared Task CONLL 2018
Neural Graph Matching Networks for Fewshot 3D Action Recognition ECCV 2018
Attentive Path Combination for Knowledge Graph Completion ACML 2017
Graph-based Neural Multi-Document Summarization CONLL 2017
Graph-Structured Representations for Visual Question Answering CVPR 2017
Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages EACL 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling EMNLP 2017
Graph-based Isometry Invariant Representation Learning ICML 2017
Inductive Representation Learning on Large Graphs NIPS 2017
Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach IJCAI 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation EMNLP 2017
Vertex-Weighted Hypergraph Learning for Multi-View Object Classification IJCAI 2017
A Structural Representation Learning for Multi-relational Networks IJCAI 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS 2017
Premise Selection for Theorem Proving by Deep Graph Embedding NIPS 2017
Protein Interface Prediction using Graph Convolutional Networks NIPS 2017